Semantic Segmentation on BTCV
81.51Average ScoreOurs
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OursArchitecture=SwinUNETR, Pre-training PT Num=5K, Pre-training Type=FDSL2026.03 | 81.51 | 95.72 | 94.11 | 93.94 | 56.72 | 74.14 | 96.72 | 84.16 | 90.66 | 85.32 | 74.2 | 82.4 | 66.23 | 65.28 | |
| ScratchArchitecture=SwinUNETR, Pre-training PT Num=0, Pre-training Type=–2026.03 | 80.12 | 95.32 | 94.01 | 93.51 | 61.17 | 73.83 | 94.4 | 71.19 | 88.13 | 85.2 | 73.12 | 80.6 | 67.15 | 63.88 | |
| PrimGeoSegArchitecture=SwinUNETR, Pre-training PT Num=5K, Pre-training Type=FDSL2026.03 | 80.08 | 95.25 | 93.76 | 93.79 | 61.23 | 74.47 | 96.04 | 80.64 | 89.39 | 83.91 | 74.27 | 77.83 | 64.13 | 56.36 | |
| OursArchitecture=UNETR, Pre-training PT Num=5K, Pre-training Type=FDSL2026.03 | 79.61 | 93.47 | 93.1 | 92.86 | 60.5 | 69.08 | 95.82 | 80.09 | 90.24 | 83.42 | 71.49 | 79.39 | 63.93 | 61.49 | |
| PrimGeoSegArchitecture=UNETR, Pre-training PT Num=5K, Pre-training Type=FDSL2026.03 | 78.9 | 93.19 | 93.47 | 93.35 | 54.49 | 68.91 | 95.88 | 78.83 | 87.82 | 82.47 | 72.73 | 80.08 | 65.06 | 59.35 | |
| ScratchArchitecture=UNETR, Pre-training PT Num=0, Pre-training Type=–2026.03 | 75.86 | 93.02 | 89.79 | 90.6 | 51.34 | 71.12 | 95.02 | 72.9 | 82.95 | 76.71 | 69.05 | 76.29 | 62.02 | 55.33 |